{"id":"W6987003656","doi":"","title":"Restrictive Practices Commission: report of enquiry into the statutory restrictions on the provision of dental prostheses","year":2012,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentures; Statutory law; Economic shortage; Work (physics); Memorandum; Dental prosthesis; Quality (philosophy); Dental Assistant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002108598,0.0005477326,0.0007452721,0.0001716395,0.0009371527,0.0001090513,0.001296142,0.0005475704,0.00001339313],"category_scores_gemma":[0.00157622,0.0003017064,0.0005692059,0.0005057591,0.0007886139,0.00008812959,0.0008252033,0.001342769,0.000002459314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674325,"about_ca_system_score_gemma":0.003391417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632773,"about_ca_topic_score_gemma":0.0000303285,"domain_scores_codex":[0.9940248,0.001566405,0.001724751,0.0008179809,0.001361252,0.0005048807],"domain_scores_gemma":[0.9889067,0.0006489372,0.00683222,0.002950604,0.000484953,0.0001765922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002791505,0.0009756213,0.01966965,0.0005554549,0.0006579924,0.0001131694,0.001379683,0.000005672123,0.004397304,0.00005498392,0.9688093,0.003101996],"study_design_scores_gemma":[0.0001509388,0.002307737,0.01842739,0.00062592,0.0003158904,0.000350007,0.002203073,0.000004147395,0.09385763,0.00004238311,0.8812937,0.0004211403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6778862,0.08218998,0.0001655827,0.02038188,0.003552346,0.01188946,0.0002145758,0.0003406257,0.2033793],"genre_scores_gemma":[0.9430801,0.01265851,0.0004436367,0.0003810275,0.002207617,0.0004927994,0.0004810553,0.000204299,0.04005096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2651939,"threshold_uncertainty_score":0.9999435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493161124573532,"score_gpt":0.3337768147324268,"score_spread":0.2988452034866915,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}